For the comparison of bipolar depression versus unipolar depression, an area under the curve (AUC) of 0.69 with 0.62 sensitivity and 0.66 specificity using three selected biomarkers (IL-4, thiobarbituric acid reactive substances, and IL-10) was achieved. The gene discussed is IL4; the disease is major depressive disorder.